CN105163270B - The recognition methods of intelligent terminal location status and device - Google Patents
The recognition methods of intelligent terminal location status and device Download PDFInfo
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- CN105163270B CN105163270B CN201510639993.1A CN201510639993A CN105163270B CN 105163270 B CN105163270 B CN 105163270B CN 201510639993 A CN201510639993 A CN 201510639993A CN 105163270 B CN105163270 B CN 105163270B
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Abstract
This application discloses the recognition methods of intelligent terminal location status and devices.One specific implementation mode of the method includes：Receive the Wi Fi data informations that intelligent terminal is sent；According to site information under the Wi Fi data information searches base stations Wi Fi and determination line corresponding with the base stations the Wi Fi；The locus model that the Wi Fi data informations are imported to site information under the corresponding line, obtains the test mode information of the intelligent terminal；The location status of the intelligent terminal is judged according to the test mode information.The embodiment analyzes the Wi Fi data informations that intelligent terminal is sent, and obtains site information under corresponding line；Then locus model that Wi Fi data informations are imported to site information under the corresponding line obtains the test mode information of intelligent terminal so that test mode information meets the characteristic requirements of website under line, and then the location status of intelligent terminal is determined.
Description
Technical field
This application involves network technique fields, and in particular to network information identification technology field more particularly to intelligent terminal
The recognition methods of location status and device.
Background technology
With popularizing for smart machine, Wi-Fi (Wireless-Fidelity, Wireless Fidelity) network has also obtained extensively
Application, user can be connect with Wi-Fi network to obtain the network information by smart machine.For website under line (for example, quotient
Family) for, it can not only attract potential user (for example, consumer) by free Wi-Fi network, moreover it is possible to pass through Wi-Fi nets
Network sends pushed information to potential user, to realize that the specific aim of pushed information is launched.User can also freely use
Comprehensive understanding is carried out to the commodity of website under line when Wi-Fi network.
Since the overlay area of Wi-Fi network is a region, when user is not descended online in website but in Wi-Fi network
When in overlay area, user can use Wi-Fi network, can also receive pushed information, but be most likely not potential consumption
Person, that is to say, that since Wi-Fi network can not differentiate whether user descends in website online, lead to the pushing efficiency of pushed information
It is not high.
Invention content
This application provides the recognition methods of intelligent terminal location status and devices, to solve the skill mentioned in background technology
Art problem.
On the one hand, this application provides a kind of recognition methods of intelligent terminal location status, the method includes：Receive intelligence
The Wi-Fi data informations that energy terminal is sent；According to the base stations Wi-Fi data information searches Wi-Fi and determination and the Wi-Fi
Site information under the corresponding line in base station；The Wi-Fi data informations are imported to the locus model of site information under the corresponding line,
The test mode information of the intelligent terminal is obtained, the locus model is for characterizing Wi-Fi data informations and with having time category
Property and the track point data of position attribution between correspondence, the test mode information is that time attribute and position attribution are full
The track point data to impose a condition enough；The location status of the intelligent terminal is judged according to the test mode information.
Second aspect, this application provides a kind of identification device of intelligent terminal location status, described device includes：Wi-
Fi data information receiving units, the Wi-Fi data informations sent for receiving intelligent terminal；Site information determination unit under line,
For being believed according to website under the base stations Wi-Fi data information searches Wi-Fi and determination line corresponding with the base stations Wi-Fi
Breath；Test mode information acquisition unit, the track for the Wi-Fi data informations to be imported to site information under the corresponding line
Model obtains the test mode information of the intelligent terminal, and the locus model is for characterizing Wi-Fi data informations and band sometimes
Between correspondence between attribute and the track point data of position attribution, the test mode information is that time attribute and position belong to
Property meet impose a condition track point data；Condition adjudgement unit, for judging the intelligence according to the test mode information
The location status of terminal.
The recognition methods of intelligent terminal location status provided by the present application and device, the Wi-Fi numbers that intelligent terminal is sent
It is believed that breath is analyzed, site information under corresponding line is obtained；Then Wi-Fi data informations are imported into website under the corresponding line
The locus model of information obtains the test mode information of intelligent terminal so that test mode information meets the characteristic of website under line
It is required that and then the location status of intelligent terminal is determined.
Description of the drawings
By reading a detailed description of non-restrictive embodiments in the light of the attached drawings below, the application's is other
Feature, objects and advantages will become more apparent upon：
Fig. 1 is that this application can be applied to exemplary system architecture figures therein；
Fig. 2 a are the flow charts according to one embodiment of the recognition methods of the intelligent terminal location status of the application；
Fig. 2 b are in Fig. 2 a according under the corresponding line in the base stations data information search Wi-Fi Wi-Fi and the base stations determining Wi-Fi
A kind of flow chart of realization method of site information；
Fig. 2 c are in Fig. 2 a according to the track mould that the Wi-Fi data informations are imported to site information under the corresponding line
Type obtains a kind of flow chart of realization method of the test mode information of the intelligent terminal；
Fig. 3 is the structural schematic diagram according to one embodiment of the identification device of the intelligent terminal location status of the application；
Fig. 4 is adapted for the structural representation of the computer system for the terminal device or server of realizing the embodiment of the present application
Figure.
Specific implementation mode
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order to
Convenient for description, is illustrated only in attached drawing and invent relevant part with related.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phase
Mutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Fig. 1 shows showing for the embodiment of the recognition methods and device that can apply the intelligent terminal location status of the application
Example sexual system framework 100.
As shown in Figure 1, system architecture 100 may include terminal device 101 and 102, and the base stations Wi-Fi 103,104 He of network
Server 105.Network 104 between terminal device 101 and the 102, base stations Wi-Fi 103 and server 105 providing communication chain
The medium on road.Network 104 may include various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be interacted by network 104 with server 105 with using terminal equipment 101 and the 102, base stations Wi-Fi 103,
To receive or send message etc..Wi-Fi module can be installed on terminal device 101 and the 102, base stations Wi-Fi 103.
Terminal device 101 and 102 can be the various electronic equipments for having display screen and having Wi-Fi module, including
But be not limited to smart mobile phone, tablet computer and laptop etc..
Server 105 can be to provide the server of various services, such as to terminal device 101 and the 102, base stations Wi-Fi
The server that Wi-Fi data on 103 are handled.In an alternative scenario, server 105 can be spaced setting time to end
End equipment 101 and the 102, base stations Wi-Fi 103 send sense command, check terminal device 101 and the 102, base stations Wi-Fi 103
Wi-Fi data.
It should be noted that the recognition methods for the intelligent terminal location status that the embodiment of the present application is provided can be by terminal
Equipment 101 and 102 is initiated, and Wi-Fi data are sent to server 105 by terminal device 101 and the 102, base stations Wi-Fi 103；
Server 105 executes corresponding operation, to determine the position relationship between terminal device 101 and the base stations 102 and Wi-Fi 103.
It should be understood that the number of the terminal device, network and server in Fig. 1 is only schematical.According to realization need
It wants, can have any number of terminal device, network and server.
With further reference to Fig. 2 a, it illustrates the flow charts of one embodiment of the recognition methods of intelligent terminal location status
200, the recognition methods of the intelligent terminal location status includes the following steps：
Step 201, the Wi-Fi data informations that intelligent terminal is sent are received.
In the present embodiment, electronic equipment (such as Fig. 1 institutes of the recognition methods operation of intelligent terminal location status thereon
The server 105 stated) the Wi-Fi data informations that intelligent terminal (such as terminal device 101,102 described in Fig. 1) is sent are received,
Wherein, for intelligent terminal for recording the Wi-Fi data informations searched, Wi-Fi data informations may include that intelligent terminal is current
Wi-Fi signal link information and Wi-Fi signal search for information.
In some optional realization methods of the present embodiment, receiving the Wi-Fi data informations that intelligent terminal is sent includes：
The title for receiving the base stations Wi-Fi that the intelligent terminal sent of intelligent terminal currently connects, the base stations Wi-Fi currently connected when
Between, the MAC Address (Media Access Control, physical address) of the base stations Wi-Fi that currently connect, search it is disconnected
The MAC Address of the title of the base stations Wi-Fi and the disconnected base stations Wi-Fi.Above-mentioned Wi-Fi data informations are got, it can be to intelligence
Wi-Fi environment residing for terminal is judged, wherein Wi-Fi environment can characterize the wireless network ring being made of Wi-Fi signal
Border.
Step 202, according to the base stations Wi-Fi data information searches Wi-Fi and determination it is corresponding with the base stations Wi-Fi
Site information under line.
The Wi-Fi letters that the Wi-Fi data informations obtained by above-mentioned steps 201 can obtain intelligent terminal connection and search
The base stations Wi-Fi corresponding to number, but not can determine that the specific location of these base stations Wi-Fi.
In some optional realization methods of the present embodiment, as shown in Figure 2 b, in order to determine intelligent terminal and Wi-Fi bases
Spatial relation between standing, step 202 can also include the following steps：
Step 2021, the Wi-Fi base station informations for obtaining website under each line form Wi-Fi base station information set.
The Wi-Fi base station information set of the present embodiment is a certain by electronic equipment (such as server described in Fig. 1) collection
What the Wi-Fi base station informations in region obtained.Due to being the Wi-Fi base station informations collected for a certain region, so, these
Wi-Fi base station informations have the geographical location attribute in the region, i.e., Wi-Fi base station informations are comprising under the line where the base stations Wi-Fi
The location information of website.It obtains mac address information corresponding with the Wi-Fi base station informations of website under each line and forms Wi-Fi
Base station information set.
Step 2022, the Wi-Fi data informations are matched with the Wi-Fi base station informations set, from the Wi-
The Wi-Fi base station informations of the corresponding Wi-Fi data informations are determined in Fi base station information set.
Seen from the above description, the Wi-Fi base station information set of the present embodiment contains some region of whole Wi-Fi bases
It stands information, the Wi-Fi base station information set in the region is corresponding with accordingly for different regions, wherein different regions are
Refer to different geographic location areas, geographic location area may include website under multiple lines, and website includes respective again under each line
The base stations Wi-Fi.If intelligent terminal has searched the Wi-Fi base station informations in Wi-Fi base station information set, illustrate intelligence
Terminal is in the area.In order to more accurately determine intelligent terminal in the specific location in the region, need to search for intelligent terminal
To Wi-Fi data informations matched, with determine intelligent terminal connection Wi-Fi base station informations, may include：It checks described
Whether the MAC Address of the base stations Wi-Fi currently connected in Wi-Fi data informations belongs to the Wi-Fi base station informations set, if
It is to illustrate intelligent terminal in the area, then searches corresponding described currently connect in the Wi-Fi base station informations set
The Wi-Fi base station informations of the MAC Address of the base stations Wi-Fi can determine what intelligent terminal was connected according to Wi-Fi base station informations
Otherwise the base stations Wi-Fi illustrate that intelligent terminal in the area, does not send out alarm signal, so as to the Wi-Fi for changing other regions
Base station information set.
Step 2023, website under the line of the corresponding Wi-Fi base station informations is searched according to the Wi-Fi base station informations to believe
Breath.
After Wi-Fi base station informations are determined, the base stations Wi-Fi of corresponding Wi-Fi base station informations can be found, and Wi-Fi bases
Station belongs to website under some line, therefore can also obtain site information under corresponding line.
It returns with continued reference to shown in Fig. 2 a.In step 203, the Wi-Fi data informations are imported under the corresponding line
The locus model of site information obtains the test mode information of the intelligent terminal.
In some optional realization methods of the present embodiment, the test shape of the intelligent terminal is obtained by locus model
State information.As shown in Figure 2 c, it may comprise steps of：
Step 2031, the locus model of site information under the corresponding line is searched.
Site information corresponds to website under a certain specific line under line, and website has the position attribution of itself under each line
(such as latitude, longitude coordinate under line residing for website) and space attribute (such as the layout information of Intra-site and path letter under line
Breath), i.e., website corresponds to a locus model under each line, therefore, according to website and locus model under site information, line under line
Between relevance, the locus model of site information under corresponding line can be found.Locus model is by positive example track data and bears
Example track data is trained, wherein positive example track data refers to Wi-Fi connection track when intelligent terminal is descended online in website
Data；Negative example track data refers to Wi-Fi connection track data when intelligent terminal does not descend in website online.
Step 2032, the Wi-Fi data informations locus model is imported to obtain belonging to time attribute and position
The track point data of property.
Wi-Fi data informations obtain when being the intelligent terminal connection base stations Wi-Fi, have time attribute；Locus model is
Website, has position attribution under corresponding line, and therefore, Wi-Fi data informations, which are imported the locus model, can obtain intelligence
The track point data with time attribute and position attribution of terminal, track point data can illustrate when intelligent terminal is occurring
Where.
Step 2033, if the position data of the corresponding position attribution belongs to the positive example track data, and the rail
The corresponding Wi-Fi connection track data of mark point data belongs to the positive example track data, then explanation is in the correspondence time attribute
At the time of, the intelligent terminal is under the line in website, using the track point data as the test shape of the intelligent terminal
State information (i.e. test mode information also has time attribute and position attribution), otherwise, the position data of track point data belongs to
The negative example track data, the intelligent terminal is not under the line in website.For example, the Wi-Fi of current intelligent terminal connection
The information such as the information such as title, the intensity of signal and title, the intensity of the Wi-Fi signal in positive example track data are same or similar,
It then may determine that current time, intelligent terminal are descended online in website, otherwise, intelligent terminal does not descend in website online.
It returns with continued reference to shown in Fig. 2 a.In step 204, the intelligent terminal is judged according to the test mode information
Location status.
Judge the intelligent terminal location status can there are many, in some optional realization methods, for example, can be with
The corresponding test mode information of the intelligent terminal is checked at interval of the first setting time, if the institute in the second setting time
The quantity for stating test mode information is more than setting quantity, then in second setting time, the position shape of the intelligent terminal
State is under the line in website, and otherwise, the location status of the intelligent terminal is not under the line in website, wherein institute
It states the second setting time and is more than first setting time, and the second setting time is more more than first setting time,
It is also more in the test mode information that the second setting time obtains, judge that the precision of intelligent terminal location status is also higher.
In some optional realization methods of the present embodiment, the Wi-Fi data informations are being imported into the corresponding line
Before the locus model of lower site information, need first to build locus model.In some optional realization methods, may be used as
Under step build locus model.
First, the historical trajectory data of site information under the corresponding line is obtained, the historical trajectory data includes intelligence
Wi-Fi connection track data of the terminal under the correspondence line under the line of site information in website.
In some optional realization methods of the present embodiment, the history rail for obtaining site information under the corresponding line
Mark data include：
Obtain the positive example track data of website under the line and negative example track data, wherein the positive example track data is
Intelligent terminal in website and base stations Wi-Fi of intelligent terminal connection under the line are described when belonging to website under the line
The Wi-Fi connection track data of intelligent terminal, i.e. positive example track data are all possible Wi-Fi of intelligent terminal in website under line
Track data is connected, the spatial character with website itself under line has the distinguishing characteristics with website under other lines；The negative example
Track data is intelligent terminal under the line in website, but the base stations Wi-Fi of intelligent terminal connection are not belonging to the line
When lower website, the Wi-Fi connection track data of the intelligent terminal.Wi-Fi can be being connected without inputting Wi-Fi signal password
In the case of signal, intelligent terminal can the stronger Wi-Fi signal of active connection signal.Negative example track data illustrates intelligent terminal institute
Line under there is near website the stronger base stations Wi-Fi of Wi-Fi signal, the Wi-Fi signal for causing intelligent terminal to connect at this time
Not corresponding with website under the line where intelligent terminal, i.e., intelligent terminal is not in the corresponding line of Wi-Fi signal of intelligent terminal connection
In lower website.
Then, locus model is built further according to the historical trajectory data.
Seen from the above description, locus model is determined for analyzing the Wi-Fi data informations that intelligent terminal is sent
The track point data of corresponding Wi-Fi data informations belongs to positive example track data or negative example track data, and determines intelligence eventually
Whether end is under corresponding line in website.I.e. locus model needs to incorporate track point data for positive example track data or negative example rail into
Mark data.The present embodiment method can realize locus model by way of disaggregated model and/or Clustering Model, work as locus model
When using disaggregated model mode, locus model may be used SVM (Support Vector Machine, support vector machines),
The methods of GBRT (Gradient Boosting Decision Tree, gradient promote decision tree) is realized；When locus model uses
When Clustering Model mode, proximity propagation (approximate propagation), mean shift may be used (in locus model
The methods of value drift), specifically select which kind of method can be depending on actual needs.
The recognition methods of the intelligent terminal location status of the present embodiment carries out the Wi-Fi data informations that intelligent terminal is sent
Analysis, obtains site information under corresponding line；Then Wi-Fi data informations are imported to the track of site information under the corresponding line
Model obtains the test mode information of intelligent terminal so that test mode information meets the characteristic requirements of website under line, in turn
The location status of intelligent terminal is determined.
With further reference to Fig. 3, it illustrates a kind of one embodiment of the identification device of intelligent terminal location status, the dresses
It is corresponding with embodiment of the method shown in Fig. 2 a to set embodiment, which specifically can be applied in various servers.
As shown in figure 3, the identification device 300 of the intelligent terminal location status of the present embodiment includes：Wi-Fi data informations connect
Receive site information determination unit 302, test mode information acquisition unit 303 and condition adjudgement unit 304 under unit 301, line.Its
In, Wi-Fi data informations receiving unit 301 is for receiving the Wi-Fi data informations that intelligent terminal is sent；Site information is true under line
Order member 302 is for according to the base stations Wi-Fi data information searches Wi-Fi and determination line corresponding with the base stations Wi-Fi
Lower site information；Test mode information acquisition unit 303 is used to the Wi-Fi data informations importing website under the corresponding line
The locus model of information obtains the test mode information of the intelligent terminal；Condition adjudgement unit 304 is used for according to the test
Status information judges the location status of the intelligent terminal.
In the present embodiment, described device further includes historical trajectory data acquiring unit (not shown), for obtaining
The historical trajectory data of site information under the corresponding line, the historical trajectory data includes intelligent terminal under the correspondence line
Wi-Fi connection track data under the line of site information in website；Locus model construction unit, for according to the historical track
Data build locus model.Wherein, the historical trajectory data acquiring unit includes：Historical trajectory data obtains subelement (figure
In be not shown), the positive example track data for obtaining website under the line and negative example track data, wherein the positive example track
Data are that intelligent terminal in website and base stations Wi-Fi of intelligent terminal connection under the line belong to website under the line
When, the Wi-Fi connection track data of the intelligent terminal, the negative example track data is intelligent terminal website under the line
It is interior, but the base stations Wi-Fi of intelligent terminal connection are when being not belonging to website under the line, the Wi-Fi connection of the intelligent terminal
Track data.
In the present embodiment, the Wi-Fi data informations receiving unit 301 includes：Wi-Fi data information receiving subelements
(not shown), for receive the base stations Wi-Fi that the intelligent terminal that the intelligent terminal is sent currently connects title,
The time of the base stations Wi-Fi currently connected, the MAC Address of the base stations Wi-Fi currently connected, the disconnected Wi-Fi bases that search
The MAC Address of the title and the disconnected base stations Wi-Fi stood.
In the present embodiment, site information determination unit 302 includes under the line：Wi-Fi base station informations obtain subelement
Site information determination subelement (is not shown in figure under (not shown), the base stations Wi-Fi determination subelement (not shown) and line
Go out).Wherein, Wi-Fi base station informations obtain the Wi-Fi base station informations formation Wi-Fi bases that subelement is used to obtain website under each line
It stands information aggregate；The base stations Wi-Fi determination subelement is used for the Wi-Fi data informations and the Wi-Fi base station informations set
It is matched, the Wi-Fi base station informations of the corresponding Wi-Fi data informations is determined from the Wi-Fi base station informations set；Line
Lower site information determination subelement is used to be searched according to the Wi-Fi base station informations under the line of the corresponding Wi-Fi base station informations
Site information.
In the present embodiment, the Wi-Fi base station informations acquisition subelement includes：Wi-Fi base station information set obtains mould
Block (not shown) is formed for obtaining mac address information corresponding with the Wi-Fi base station informations of website under each line
Wi-Fi base station information set.
In the present embodiment, the base stations Wi-Fi determination subelement includes：The base stations Wi-Fi determining module (is not shown in figure
Go out), for checking whether the MAC Address of the base stations Wi-Fi currently connected in the Wi-Fi data informations belongs to the Wi-Fi
Base station information set, if so, searching the corresponding base stations Wi-Fi currently connected in the Wi-Fi base station informations set
The Wi-Fi base station informations of MAC Address otherwise send out alarm signal.
In the present embodiment, the test mode information acquisition unit includes：Locus model is searched subelement and (is not shown in figure
Go out), tracing point data acquisition subelement (not shown) and information judgement subunit (not shown).Wherein, track mould
Type searches the locus model that subelement is used to search site information under the corresponding line；Tracing point data acquisition subelement is used for will
The Wi-Fi data informations import the locus model and obtain the track point data with time attribute and position attribution；Information
If position data of the judgment sub-unit for the corresponding position attribution belongs to the positive example track data, and the tracing point
The corresponding Wi-Fi connection track data of data belongs to the positive example track data, then at the time of the correspondence time attribute, institute
Intelligent terminal is stated under the line in website, it is no using the track point data as the test mode information of the intelligent terminal
Then, the intelligent terminal is not under the line in website.
In the present embodiment, the condition adjudgement unit includes：Condition adjudgement subelement (not shown) is used for every
The corresponding test mode information of the intelligent terminal is checked every the first setting time, if the survey in the second setting time
The quantity for trying status information is more than setting quantity, then in second setting time, the location status of the intelligent terminal is
Under the line in website, otherwise, the location status of the intelligent terminal is not under the line in website, wherein described the
Two setting times are more than first setting time.
Below with reference to Fig. 4, it illustrates the computer systems 400 suitable for the server for realizing the embodiment of the present application
Structural schematic diagram.
As shown in figure 4, computer system 400 includes central processing unit (CPU) 401, it can be read-only according to being stored in
Program in memory (ROM) 402 or be loaded into the program in random access storage device (RAM) 403 from storage section 408 and
Execute various actions appropriate and processing.In RAM403, also it is stored with system 400 and operates required various programs and data.
CPU401, ROM402 and RAM403 are connected with each other by bus 404.Input/output (I/O) interface 405 is also connected to bus
404。
It is connected to I/O interfaces 405 with lower component：Importation 406 including keyboard, mouse etc.；It is penetrated including such as cathode
The output par, c 407 of spool (CRT), liquid crystal display (LCD) etc. and loud speaker etc.；Storage section 408 including hard disk etc.；
And the communications portion 409 of the network interface card including LAN card, modem etc..Communications portion 409 via such as because
The network of spy's net executes communication process.Driver 410 is also according to needing to be connected to I/O interfaces 405.Detachable media 411, such as
Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on driver 410, as needed in order to be read from thereon
Computer program be mounted into storage section 408 as needed.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart description
Software program.For example, embodiment of the disclosure includes a kind of computer program product comprising be tangibly embodied in machine readable
Computer program on medium, above computer program include the program code for method shown in execution flow chart.At this
In the embodiment of sample, which can be downloaded and installed by communications portion 409 from network, and/or from removable
Medium 411 is unloaded to be mounted.
Flow chart in attached drawing and block diagram, it is illustrated that according to the system of the various embodiments of the application, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part for a part for one module, program segment, or code of table, above-mentioned module, program segment, or code includes one or more
Executable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in box
The function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practical
On can be basically executed in parallel, they can also be executed in the opposite order sometimes, this is depended on the functions involved.Also it wants
It is noted that the combination of each box in block diagram and or flow chart and the box in block diagram and or flow chart, Ke Yiyong
The dedicated hardware based system of defined functions or operations is executed to realize, or can be referred to specialized hardware and computer
The combination of order is realized.
Being described in unit involved in the embodiment of the present application can be realized by way of software, can also be by hard
The mode of part is realized.Described unit can also be arranged in the processor, for example, can be described as：A kind of processor packet
Include site information determination unit, test mode information acquisition unit and condition adjudgement list under Wi-Fi data informations receiving unit, line
Member.Wherein, the title of these units does not constitute the restriction to the unit itself under certain conditions.For example, condition adjudgement list
Member is also described as " unit judged test mode information ".
As on the other hand, present invention also provides a kind of nonvolatile computer storage media, the non-volatile calculating
Machine storage medium can be nonvolatile computer storage media included in above-mentioned apparatus in above-described embodiment；Can also be
Individualism, without the nonvolatile computer storage media in supplying terminal.Above-mentioned nonvolatile computer storage media is deposited
One or more program is contained, when said one or multiple programs are executed by an equipment so that above equipment：It receives
The Wi-Fi data informations that intelligent terminal is sent；According to the base stations Wi-Fi data information searches Wi-Fi and determine the Wi-Fi
Site information under the corresponding line in base station；The Wi-Fi data informations are imported to the advance training of site information under the corresponding line
Good locus model, obtains the test mode information of the intelligent terminal；Judge the intelligence according to the test mode information
The location status of terminal.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.People in the art
Member should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristic
Scheme, while should also cover in the case where not departing from the inventive concept, it is carried out by above-mentioned technical characteristic or its equivalent feature
Other technical solutions of arbitrary combination and formation.Such as features described above has similar work(with (but not limited to) disclosed herein
Can technical characteristic replaced mutually and the technical solution that is formed.
Claims (18)
1. a kind of recognition methods of intelligent terminal location status, which is characterized in that the method includes：
Receive the Wi-Fi data informations that intelligent terminal is sent；
Believed according to website under the base stations Wi-Fi data information searches Wi-Fi and determination line corresponding with the base stations Wi-Fi
Breath；
The locus model that the Wi-Fi data informations are imported to site information under the corresponding line, obtains the intelligent terminal
Test mode information, the locus model are used to characterize Wi-Fi data informations and carry the track of time attribute and position attribution
Correspondence between point data, the test mode information are that time attribute and position attribution meet the tracing point to impose a condition
Data；
The location status of the intelligent terminal is judged according to the test mode information.
2. according to the method described in claim 1, it is characterized in that, the Wi-Fi data informations are imported the corresponding line
Before the locus model of lower site information, the method further includes：
The historical trajectory data of site information under the corresponding line is obtained, the historical trajectory data includes intelligent terminal in correspondence
Wi-Fi connection track data under the line under the line of site information in website；
Locus model is built according to the historical trajectory data.
3. according to the method described in claim 2, it is characterized in that, the history rail for obtaining site information under the corresponding line
Mark data include：
Obtain the positive example track data of website under the line and negative example track data；
Wherein, the positive example track data be intelligent terminal under the line in website and the intelligent terminal connection Wi-Fi
When base station belongs to website under the line, the Wi-Fi connection track data of the intelligent terminal；
The negative example track data is intelligent terminal under the line in website, but the base stations Wi-Fi of intelligent terminal connection
When being not belonging to website under the line, the Wi-Fi connection track data of the intelligent terminal.
4. according to the method described in claim 3, it is characterized in that, the Wi-Fi data informations for receiving intelligent terminal and sending
Including：
The title for receiving the base stations Wi-Fi that the intelligent terminal that the intelligent terminal is sent currently connects, the Wi- currently connected
The time of the base stations Fi, the MAC Address of the base stations Wi-Fi currently connected, the disconnected base stations Wi-Fi searched title and Fei Lian
Connect the MAC Address of the base stations Wi-Fi.
5. according to the method described in claim 4, it is characterized in that, described according to the Wi-Fi data information searches Wi-Fi bases
It stands and determines that site information includes under the corresponding line in the base stations Wi-Fi：
The Wi-Fi base station informations for obtaining website under each line form Wi-Fi base station information set；
The Wi-Fi data informations are matched with the Wi-Fi base station informations set, from the Wi-Fi base station informations collection
The Wi-Fi base station informations of the corresponding Wi-Fi data informations are determined in conjunction；
Site information under the line of the corresponding Wi-Fi base station informations is searched according to the Wi-Fi base station informations.
6. according to the method described in claim 5, it is characterized in that, the Wi-Fi base station informations for obtaining website under each line form Wi-
Fi base station information set includes：
It obtains mac address information corresponding with the Wi-Fi base station informations of website under each line and forms Wi-Fi base station information collection
It closes.
7. according to the method described in claim 6, it is characterized in that, described by the Wi-Fi data informations and the Wi-Fi bases
Information aggregate of standing is matched, and the Wi-Fi of the corresponding Wi-Fi data informations is determined from the Wi-Fi base station informations set
Base station information includes：
Check whether the MAC Address of the base stations Wi-Fi currently connected in the Wi-Fi data informations belongs to the base stations Wi-Fi
Information aggregate, if so, searching the MAC of the corresponding base stations Wi-Fi currently connected in the Wi-Fi base station informations set
Otherwise the Wi-Fi base station informations of address send out alarm signal.
8. according to the method described in claim 6, it is characterized in that, described import the Wi-Fi data informations described in correspondence
The locus model of site information under line, the test mode information for obtaining the intelligent terminal include：
Search the locus model of site information under the corresponding line；
The Wi-Fi data informations are imported into the locus model and obtain the track points with time attribute and position attribution
According to；
If the position data of the corresponding position attribution belongs to the positive example track data, and the track point data is corresponding
Wi-Fi connection track data belongs to the positive example track data, then at the time of the correspondence time attribute, the intelligent terminal
Under the line in website, using the track point data as the test mode information of the intelligent terminal, otherwise, the intelligence
Terminal is not under the line in website.
9. according to the method described in claim 8, it is characterized in that, described judge the intelligence according to the test mode information
The location status of terminal includes：
The corresponding test mode information of the intelligent terminal is checked at interval of the first setting time, if in the second setting time
The quantity of the interior test mode information is more than setting quantity, then in second setting time, the position of the intelligent terminal
It is under the line in website to set state, and otherwise, the location status of the intelligent terminal is not under the line in website,
In, second setting time is more than first setting time.
10. a kind of identification device of intelligent terminal location status, which is characterized in that described device includes：
Wi-Fi data information receiving units, the Wi-Fi data informations sent for receiving intelligent terminal；
Site information determination unit under line, for according to the base stations Wi-Fi data information searches Wi-Fi and determination with it is described
Site information under the corresponding line in the base stations Wi-Fi；
Test mode information acquisition unit, the rail for the Wi-Fi data informations to be imported to site information under the corresponding line
Mark model obtains the test mode information of the intelligent terminal, and the locus model is for characterizing Wi-Fi data informations and carrying
Correspondence between time attribute and the track point data of position attribution, the test mode information are time attribute and position
Attribute meets the track point data to impose a condition；
Condition adjudgement unit, the location status for judging the intelligent terminal according to the test mode information.
11. device according to claim 10, which is characterized in that described device further includes：
Historical trajectory data acquiring unit, the historical trajectory data for obtaining site information under the corresponding line, the history
Track data includes Wi-Fi connection track data of the intelligent terminal under the correspondence line under the line of site information in website；
Locus model construction unit, for building locus model according to the historical trajectory data.
12. according to the devices described in claim 11, which is characterized in that the historical trajectory data acquiring unit includes：
Historical trajectory data obtains subelement, the positive example track data for obtaining website under the line and negative example track data,
Wherein, the positive example track data is intelligent terminal in website and base stations Wi-Fi of intelligent terminal connection under the line
When belonging to website under the line, the Wi-Fi connection track data of the intelligent terminal, the negative example track data is intelligent terminal
Under the line in website, but the base stations Wi-Fi of intelligent terminal connection, when being not belonging to website under the line, the intelligence is eventually
The Wi-Fi connection track data at end.
13. device according to claim 12, which is characterized in that the Wi-Fi data informations receiving unit includes：
Wi-Fi data information receiving subelements are currently connected for receiving the intelligent terminal that the intelligent terminal is sent
The title of the base stations Wi-Fi, the time of the base stations Wi-Fi currently connected, the base stations Wi-Fi currently connected MAC Address, search
The disconnected base stations Wi-Fi title and the disconnected base stations Wi-Fi MAC Address.
14. device according to claim 13, which is characterized in that site information determination unit includes under the line：
Wi-Fi base station informations obtain subelement, and the Wi-Fi base station informations for obtaining website under each line form the base stations Wi-Fi letter
Breath set；
The base stations Wi-Fi determination subelement is used for the Wi-Fi data informations and Wi-Fi base station informations set progress
Match, the Wi-Fi base station informations of the corresponding Wi-Fi data informations are determined from the Wi-Fi base station informations set；
Site information determination subelement under line, for searching the corresponding Wi-Fi base station informations according to the Wi-Fi base station informations
Line under site information.
15. device according to claim 14, which is characterized in that the Wi-Fi base station informations obtain subelement and include：
Wi-Fi base station information set acquisition modules, it is corresponding with the Wi-Fi base station informations of website under each line for obtaining
Mac address information forms Wi-Fi base station information set.
16. device according to claim 15, which is characterized in that the base stations Wi-Fi determination subelement includes：
The base stations Wi-Fi determining module, the MAC Address for checking the base stations Wi-Fi currently connected in the Wi-Fi data informations
Whether belong to the Wi-Fi base station informations set, works as described in correspondence if so, being searched in the Wi-Fi base station informations set
Otherwise the Wi-Fi base station informations of the MAC Address of the base stations Wi-Fi of preceding connection send out alarm signal.
17. device according to claim 15, which is characterized in that the test mode information acquisition unit includes：
Locus model searches subelement, the locus model for searching site information under the corresponding line；
Tracing point data acquisition subelement obtains band having time for the Wi-Fi data informations to be imported the locus model
The track point data of attribute and position attribution；
Information judgement subunit, if the position data for the corresponding position attribution belongs to the positive example track data, and
The corresponding Wi-Fi connection track data of the track point data belongs to the positive example track data, then belongs in the correspondence time
At the time of property, the intelligent terminal is under the line in website, using the track point data as the test of the intelligent terminal
Status information, otherwise, the intelligent terminal is not under the line in website.
18. device according to claim 17, which is characterized in that the condition adjudgement unit includes：
Condition adjudgement subelement, for checking that the corresponding test mode of the intelligent terminal is believed at interval of the first setting time
Breath, if the quantity of the test mode information is more than setting quantity in the second setting time, in second setting time
Interior, the location status of the intelligent terminal is under the line in website, and otherwise, the location status of the intelligent terminal is not exist
Under the line in website, wherein second setting time is more than first setting time.
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